The Linus Brief — June 16, 2026

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Yann LeCun and Yoshua Bengio share a crucial insight on how the AI landscape has

Yann LeCun and Yoshua Bengio share a crucial insight on how the AI landscape has shifted due to LLM agents, stating that now "the question isn't even whether it's possible to create something truly new, but rather what we should prioritize."

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The Burnout Recovery Protocol is a hidden feature that can reset cortisol baseli

Accessible through specific prompts, it may provide a valuable resource for managing burnout.

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# Teaching students to write involves using Progymnasmata, a centuries-old progr

# Teaching students to write involves using Progymnasmata, a centuries-old program outlined by Greek rhetorician Aphtonius, emphasizing the importance of fundamental writing skills regardless of AI.

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A new GLP-1 triple agonist retatrutide from Lilly is showing promising results i

RevMed's pancreatic cancer drug has shown unprecedented effects, marking a quiet yet significant milestone in medicine research.

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Researchers @eddiejiao_obj, @drewocarr, and others developed a prototype to stre

This idea has the potential to revolutionize web design by rendering content in real-time without requiring code or layout engines. The project is an interesting are

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Asking LLMs to generate HTML responses or present their output as slideshows can

This technique leverages the LLM's ability to produce structured content.

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FMHY is a website that was delisted by Google for DMCA violations and shadow-ban

The website's URL can be used to find links to free media. It could be worth exploring the available content on the site.

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The tweet is sharing a valuable tip for AI lab teams to ensure data accuracy and

Anjney Midha's source appears to be from X.com, likely referring to XNFT (X Network), which allows researchers to publish research papers and results to buil

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# Highlight: LLMs are about new horizons beyond accelerating existing tech, such

The example of menugen suggests a potential application of LLMs in creating immersive experiences.

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Andrew Ng mentions that when training neural networks, "the key is to make sure

This insight emphasizes the importance of designing appropriate loss functions in machine learning.

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# Rebooting the mind on space exploration and innovation through the perspective

# Rebooting the mind on space exploration and innovation through the perspective of Richard Karpathy at SpaceX

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Joined Anthropic, excited to explore the next few years of Large Language Models

Joined Anthropic, excited to explore the next few years of Large Language Models at the frontier of R&D and plan to resume work on education.* Source: https://x.com/karpathy/status/2056753169888334312

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CHATGPT has an "external prefrontal cortex" mode for ADHD, allowing users to byp

This feature is available in ChatGPT's latest updates, offering relief to individuals with ADHD who struggle with morning routines.

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A curated list of 50 books every child should read before age 12, shared from Tw

A curated list of 50 books every child should read before age 12, shared from Twitter user @ChHouseBooks.

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A developer is sharing a pre-launch checklist for AI builders to ensure they cov

A developer is sharing a pre-launch checklist for AI builders to ensure they cover essential aspects such as privacy policies for user data collection.*

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This approach emphasizes the importance of storing and leveraging human knowledg

By making this process more transparent and data-driven, users can better understand how their interactions are s

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A blog post by Karpathy on "How to learn any new programming language" suggests

This idea can be applied to learning English as well.

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Notion creator Tom has shared an incredible design tip for creating a unified na

This approach streamlines information organization and facilitates intuitive data exploration. The solution can enhance produ

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People empowered by AI can increase government transparency and accountability,

This concept builds on the idea of "seeing like a state," where governments make society legible. Source: https://x.com/karpathy/status/2040549459193704852

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The tweet highlights the importance of considering recency and tier of use when

This gap in understanding can lead to unrealistic expectations about AI's capabilities.

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Miles Deutscher shares his experience of integrating Claude as their personal as

This setup has improved productivity by months. The blueprint is now available for others to replicate.

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Claude Fable 5 is a significant update to the underlying model of Mythos, featur

This version warrants attention due to its substantial improvements and major-version-bump-deserving advancements.

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The author is surprised by the quality of comments on GitHub Gists, noting that

This sparks an idea to create more gists, potentially competing with existing platforms.

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The OpenClaw moment refers to the significant impact of large-scale, non-technic

This exposure is particularly notable as it marks a shift in how AI is perceived beyond ChatGPT, highlighting the evolving nature of AI knowledge among the

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# Talkie: A pre-1931 text-trained language model for understanding LMs' generali

# Talkie: A pre-1931 text-trained language model for understanding LMs' generalization capabilities

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Two horror novels that could be adapted into film or limited series are mentione

No further information is provided, so there isn't enough context to save this idea.

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Claude is a tool that can help clean up digital footprints by erasing history, r

It provides step-by-step powerful mega prompts for users to manage their online presence.